Pith Number

pith:VABTQ7WQ

pith:2023:VABTQ7WQYMPDDKZFYXHJCCQ3T7

not attested not anchored not stored refs pending

Convergence of the Stochastic Heavy Ball Method With Approximate Gradients and/or Block Updating

Mathukumalli Vidyasagar, Uday Kiran Reddy Tadipatri

arxiv:2303.16241 v4 · 2023-03-28 · math.OC · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VABTQ7WQYMPDDKZFYXHJCCQ3T7}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Convergence of Momentum-Based Optimization Algorithms with Time-Varying Parameters

Receipt and verification

First computed	2026-07-05T10:53:42.376872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a803387ed0c31e31ab25c5ce910a1b9ff145ceb3ca5b2b1fbbd032db3406161b

Aliases

arxiv: 2303.16241 · arxiv_version: 2303.16241v4 · doi: 10.48550/arxiv.2303.16241 · pith_short_12: VABTQ7WQYMPD · pith_short_16: VABTQ7WQYMPDDKZF · pith_short_8: VABTQ7WQ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/VABTQ7WQYMPDDKZFYXHJCCQ3T7 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a803387ed0c31e31ab25c5ce910a1b9ff145ceb3ca5b2b1fbbd032db3406161b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bcfc0cc22b39829ada8ca6e719190faf71b34dc33f4cc68f010d1fcfb9dba77",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-03-28T18:34:52Z",
    "title_canon_sha256": "99aefb23e73a2cd4f380eeed233a7de2f6b9fce3cd5d2df3996120abee1551dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.16241",
    "kind": "arxiv",
    "version": 4
  }
}